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Competing in search
A search engine is a vast mechanical Turk - a reinforcement learning engine that uses human activity to…
Introduction to ggml
Back to Articles Introduction to ggml Published August 13, 2024 Update on GitHub Upvote 295 +289 Xuan-Son…
The Convergence of Proprietary and Open Source LLMs
A few months ago, I wrote about building LLM systems with self-hosted, open source models that beat…
We Need Positive Visions for AI Grounded in Wellbeing
IntroductionImagine yourself a decade ago, jumping directly into the present shock of conversing naturally…
Serverless Inference with Hugging Face and NVIDIA NIM
meta-llama/Meta-Llama-3-8B-Instruct Text Generation • 8B • Updated Jun 18, 2025 • 1.43M • 4.7k
The VR winter continues
It can feel a little odd to write about anything other than generative AI these days, but I sometimes remind…
Announcing New Dataset Search Features
Back to Articles Announcing New Dataset Search Features Published July 8, 2024 Update on GitHub Upvote 23 +17…
When AI Gets More Capable, What Will Humans Do?
in Chain of ThoughtDALL-E/Every illustration.Predicting the future can feel like a fool’s errand. But so is…
XLSCOUT Unveils ParaEmbed 2.0: a Powerful Embedding Model Tailored for Patents and IP with Expert Support from Hugging Face
Back to Articles XLSCOUT Unveils ParaEmbed 2.0: a Powerful Embedding Model Tailored for Patents and IP with…
Apple intelligence and AI maximalism
No-one outside Apple has really used any Apple Intelligence features yet. It won't launch until the autumn,…
Improving Prompt Consistency with Structured Generations
Back to Articles Improving Prompt Consistency with Structured Generations Published April 30, 2024 Update on…
How to Beat Proprietary LLMs With Smaller Open Source Models
IntroductionWhen designing systems that use text generation models, many people first turn to proprietary…
Financial Market Applications of LLMs
The AI revolution drove frenzied investment in both private and public companies and captured the public’s…
A Guide to Structured Generation Using Constrained Decoding
IntroductionWe often want specific outputs when interacting with generative language models. This is…
Pollen-Vision: Unified interface for Zero-Shot vision models in robotics
Back to Articles Pollen-Vision: Unified interface for Zero-Shot vision models in robotics Published March 25,…
Who cares about tech regulation?
When I look at the engagement on this website, and in my newsletter, it’s very clear that anything I write…
Quanto: a PyTorch quantization backend for Optimum
Back to Articles Quanto: a PyTorch quantization backend for Optimum Published March 18, 2024 Update on GitHub…
Optimum-NVIDIA Unlocking blazingly fast LLM inference in just 1 line of code
Back to Articles Optimum-NVIDIA on Hugging Face enables blazingly fast LLM inference in just 1 line of code…
Forecasting AI (Overview)
This is a landing page for various posts I’ve written, and plan to write, about forecasting future…
How to use AnimateDiff in ComfyUI (vid2vid)
AnimateDiff is an open source technology released in July 2023 [Github][research paper]; it's one of the best…
Interactively explore your Huggingface dataset with one line of code
Back to Articles Interactively explore your Huggingface dataset with one line of code Published October 25,…
The Artificiality of Alignment
This essay first appeared in Reboot. Credulous, breathless coverage of “AI existential risk” (abbreviated…
AI Forecasting: Two Years In
Two years ago, I commissioned forecasts for state-of-the-art performance on several popular ML benchmarks.…
What will GPT-2030 look like?
GPT-4 surprised many people with its abilities at coding, creative brainstorming, letter-writing, and other…